Prognostic prediction of idiopathic membranous nephropathy using interpretable machine learning

Prognostic prediction of idiopathic membranous nephropathy using interpretable machine learning

Background Established prognostic models of idiopathic membranous nephropathy (IMN) were limited to traditional modeling methods and did not comprehensively consider clinical and pathological patient data. Based on the electronic medical record (EMR) system, machine learning (ML) was used to constru...

Полное описание

Библиографические подробности
Главные авторы: Yanqin Liu, Yuanyue Lu, Wangxing Li, Yanru Wang, Ziting Zhang, Xiaoyu Yang, Yuxuan Yang, Rongshan Li, Xiaoshuang Zhou
Формат: Статья
Язык:English
Опубликовано: Taylor & Francis Group 2023-12-01
Серии:Renal Failure
Предметы:
Idiopathic membranous nephropathy
electronic medical record
disease prognosis
machine learning
light gradient boosting machine
Online-ссылка:https://www.tandfonline.com/doi/10.1080/0886022X.2023.2251597

Internet

https://www.tandfonline.com/doi/10.1080/0886022X.2023.2251597

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